Simulations were performed to study the eifects of violations of the normality assumption on the / test of the Pearson product-moment correlation coefficient. It was found that as long as the variables were independent, the test was robust to violations of normality, even extreme violations in combined distributions. However, large effects for violations of normality were found when the variables were not independent, even though the population correlation was zero.

No abstract